• Title/Summary/Keyword: FML 추정기법

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A Computationally Efficient Time Delay and Doppler Estimation for the LFM Signal (LFM 신호에 대한 효과적인 시간지연 및 도플러 추정)

  • 윤경식;박도현;이철목;이균경
    • The Journal of the Acoustical Society of Korea
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    • v.20 no.8
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    • pp.58-66
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    • 2001
  • In this paper, a computationally efficient time delay and doppler estimation algorithm is proposed for active sonar with Linear Frequency Modulated (LFM) signal. To reduce the computational burden of the conventional estimation algorithm, an algebraic equation is used which represents the relationship between the time delay and doppler in cross-ambiguity function of the LFM signal. The algebraic equation is derived based on the Fast maximum Likelihood (FML) method. Using this algebraic relation, the time delay and doppler are estimated with two 1-D search instead of the conventional 2-D search. The estimation errors of the proposed algorithm are analyzed for various SNR's. The simulation result demonstrates the good performance of the proposed algorithm.

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